Basic Statistics

Name Value
Rows 1,699
Columns 142
Discrete columns 7
Continuous columns 135
All missing columns 0
Missing observations 10,540
Total observations 241,258
Memory allocation 2.2 Mb

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

## 4 columns ignored with more than 50 categories.
## MainPtDataPatientName: 1691 categories
## MainPtDataPatientID: 1679 categories
## MainPtDataDateofBirth: 1491 categories
## MainPtDataDateofAdmission: 592 categories

Correlation Analysis

## 4 features with more than 20 categories ignored!
## MainPtDataPatientName: 120 categories
## MainPtDataPatientID: 119 categories
## MainPtDataDateofBirth: 120 categories
## MainPtDataDateofAdmission: 101 categories

Principle Component Analysis

## 4 features with more than 50 categories ignored!
## MainPtDataPatientName: 120 categories
## MainPtDataPatientID: 119 categories
## MainPtDataDateofBirth: 120 categories
## MainPtDataDateofAdmission: 101 categories